Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 23412 |
| Missing cells | 145439 |
| Missing cells (%) | 29.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Categorical | 9 |
|---|---|
| Numeric | 12 |
Date has a high cardinality: 12401 distinct values | High cardinality |
Time has a high cardinality: 20472 distinct values | High cardinality |
ID has a high cardinality: 23412 distinct values | High cardinality |
Depth Error is highly overall correlated with Type and 1 other fields | High correlation |
Depth Seismic Stations is highly overall correlated with Magnitude Seismic Stations and 2 other fields | High correlation |
Magnitude Error is highly overall correlated with Magnitude Seismic Stations and 2 other fields | High correlation |
Magnitude Seismic Stations is highly overall correlated with Depth Seismic Stations and 2 other fields | High correlation |
Azimuthal Gap is highly overall correlated with Depth Seismic Stations and 2 other fields | High correlation |
Horizontal Distance is highly overall correlated with Horizontal Error and 1 other fields | High correlation |
Horizontal Error is highly overall correlated with Horizontal Distance and 2 other fields | High correlation |
Root Mean Square is highly overall correlated with Status | High correlation |
Type is highly overall correlated with Depth Error and 3 other fields | High correlation |
Magnitude Type is highly overall correlated with Magnitude Source | High correlation |
Source is highly overall correlated with Location Source and 2 other fields | High correlation |
Location Source is highly overall correlated with Source and 2 other fields | High correlation |
Magnitude Source is highly overall correlated with Magnitude Type and 3 other fields | High correlation |
Status is highly overall correlated with Depth Error and 10 other fields | High correlation |
Type is highly imbalanced (96.7%) | Imbalance |
Source is highly imbalanced (83.2%) | Imbalance |
Location Source is highly imbalanced (86.9%) | Imbalance |
Magnitude Source is highly imbalanced (60.0%) | Imbalance |
Depth Error has 18951 (80.9%) missing values | Missing |
Depth Seismic Stations has 16315 (69.7%) missing values | Missing |
Magnitude Error has 23085 (98.6%) missing values | Missing |
Magnitude Seismic Stations has 20848 (89.0%) missing values | Missing |
Azimuthal Gap has 16113 (68.8%) missing values | Missing |
Horizontal Distance has 21808 (93.1%) missing values | Missing |
Horizontal Error has 22256 (95.1%) missing values | Missing |
Root Mean Square has 6060 (25.9%) missing values | Missing |
Time is uniformly distributed | Uniform |
ID is uniformly distributed | Uniform |
ID has unique values | Unique |
Reproduction
| Analysis started | 2023-03-23 18:15:12.174040 |
|---|---|
| Analysis finished | 2023-03-23 18:15:27.366377 |
| Duration | 15.19 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Date
Categorical
| Distinct | 12401 |
|---|---|
| Distinct (%) | 53.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.0 KiB |
| 03/11/2011 | 128 |
|---|---|
| 12/26/2004 | 51 |
| 02/27/2010 | 39 |
| 02/06/2013 | 27 |
| 11/15/2006 | 25 |
| Other values (12396) |
Length
| Max length | 24 |
|---|---|
| Median length | 10 |
| Mean length | 10.001794 |
| Min length | 10 |
Characters and Unicode
| Total characters | 234162 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6326 ? |
|---|---|
| Unique (%) | 27.0% |
Sample
| 1st row | 01/02/1965 |
|---|---|
| 2nd row | 01/04/1965 |
| 3rd row | 01/05/1965 |
| 4th row | 01/08/1965 |
| 5th row | 01/09/1965 |
Common Values
| Value | Count | Frequency (%) |
| 03/11/2011 | 128 | 0.5% |
| 12/26/2004 | 51 | 0.2% |
| 02/27/2010 | 39 | 0.2% |
| 02/06/2013 | 27 | 0.1% |
| 11/15/2006 | 25 | 0.1% |
| 11/16/2000 | 21 | 0.1% |
| 03/12/2011 | 21 | 0.1% |
| 02/04/1965 | 19 | 0.1% |
| 07/18/1992 | 17 | 0.1% |
| 12/03/1995 | 15 | 0.1% |
| Other values (12391) | 23049 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 03/11/2011 | 128 | 0.5% |
| 12/26/2004 | 51 | 0.2% |
| 02/27/2010 | 39 | 0.2% |
| 02/06/2013 | 27 | 0.1% |
| 11/15/2006 | 25 | 0.1% |
| 11/16/2000 | 21 | 0.1% |
| 03/12/2011 | 21 | 0.1% |
| 02/04/1965 | 19 | 0.1% |
| 07/18/1992 | 17 | 0.1% |
| 12/03/1995 | 15 | 0.1% |
| Other values (12391) | 23049 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 46818 | |
| 0 | 44680 | |
| 1 | 41153 | |
| 9 | 25817 | |
| 2 | 24597 | |
| 8 | 10805 | 4.6% |
| 7 | 10412 | 4.4% |
| 6 | 8328 | 3.6% |
| 3 | 7786 | 3.3% |
| 5 | 7072 | 3.0% |
| Other values (6) | 6694 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 187323 | |
| Other Punctuation | 46827 | 20.0% |
| Dash Punctuation | 6 | < 0.1% |
| Uppercase Letter | 6 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 44680 | |
| 1 | 41153 | |
| 9 | 25817 | |
| 2 | 24597 | |
| 8 | 10805 | 5.8% |
| 7 | 10412 | 5.6% |
| 6 | 8328 | 4.4% |
| 3 | 7786 | 4.2% |
| 5 | 7072 | 3.8% |
| 4 | 6673 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 46818 | |
| : | 6 | < 0.1% |
| . | 3 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 3 | |
| Z | 3 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 234156 | |
| Latin | 6 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| / | 46818 | |
| 0 | 44680 | |
| 1 | 41153 | |
| 9 | 25817 | |
| 2 | 24597 | |
| 8 | 10805 | 4.6% |
| 7 | 10412 | 4.4% |
| 6 | 8328 | 3.6% |
| 3 | 7786 | 3.3% |
| 5 | 7072 | 3.0% |
| Other values (4) | 6688 | 2.9% |
Latin
| Value | Count | Frequency (%) |
| T | 3 | |
| Z | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 234162 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 46818 | |
| 0 | 44680 | |
| 1 | 41153 | |
| 9 | 25817 | |
| 2 | 24597 | |
| 8 | 10805 | 4.6% |
| 7 | 10412 | 4.4% |
| 6 | 8328 | 3.6% |
| 3 | 7786 | 3.3% |
| 5 | 7072 | 3.0% |
| Other values (6) | 6694 | 2.9% |
Time
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 20472 |
|---|---|
| Distinct (%) | 87.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.0 KiB |
| 02:56:58 | 5 |
|---|---|
| 14:09:03 | 5 |
| 02:21:11 | 4 |
| 13:48:32 | 4 |
| 06:29:16 | 4 |
| Other values (20467) |
Length
| Max length | 24 |
|---|---|
| Median length | 8 |
| Mean length | 8.0020502 |
| Min length | 8 |
Characters and Unicode
| Total characters | 187344 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 17806 ? |
|---|---|
| Unique (%) | 76.1% |
Sample
| 1st row | 13:44:18 |
|---|---|
| 2nd row | 11:29:49 |
| 3rd row | 18:05:58 |
| 4th row | 18:49:43 |
| 5th row | 13:32:50 |
Common Values
| Value | Count | Frequency (%) |
| 02:56:58 | 5 | < 0.1% |
| 14:09:03 | 5 | < 0.1% |
| 02:21:11 | 4 | < 0.1% |
| 13:48:32 | 4 | < 0.1% |
| 06:29:16 | 4 | < 0.1% |
| 05:11:35 | 4 | < 0.1% |
| 07:46:53 | 4 | < 0.1% |
| 14:57:12 | 4 | < 0.1% |
| 11:32:27 | 4 | < 0.1% |
| 15:56:35 | 4 | < 0.1% |
| Other values (20462) | 23370 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 02:56:58 | 5 | < 0.1% |
| 14:09:03 | 5 | < 0.1% |
| 16:25:34 | 4 | < 0.1% |
| 15:06:45 | 4 | < 0.1% |
| 02:53:15 | 4 | < 0.1% |
| 11:57:34 | 4 | < 0.1% |
| 17:06:51 | 4 | < 0.1% |
| 07:44:11 | 4 | < 0.1% |
| 04:59:58 | 4 | < 0.1% |
| 16:28:15 | 4 | < 0.1% |
| Other values (20462) | 23370 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 46824 | |
| 1 | 25494 | |
| 0 | 25263 | |
| 2 | 18886 | |
| 3 | 15571 | 8.3% |
| 5 | 14513 | 7.7% |
| 4 | 14222 | 7.6% |
| 6 | 6696 | 3.6% |
| 9 | 6663 | 3.6% |
| 8 | 6607 | 3.5% |
| Other values (5) | 6605 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 140505 | |
| Other Punctuation | 46827 | 25.0% |
| Dash Punctuation | 6 | < 0.1% |
| Uppercase Letter | 6 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 25494 | |
| 0 | 25263 | |
| 2 | 18886 | |
| 3 | 15571 | |
| 5 | 14513 | |
| 4 | 14222 | |
| 6 | 6696 | 4.8% |
| 9 | 6663 | 4.7% |
| 8 | 6607 | 4.7% |
| 7 | 6590 | 4.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 46824 | |
| . | 3 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 3 | |
| Z | 3 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 187338 | |
| Latin | 6 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| : | 46824 | |
| 1 | 25494 | |
| 0 | 25263 | |
| 2 | 18886 | |
| 3 | 15571 | 8.3% |
| 5 | 14513 | 7.7% |
| 4 | 14222 | 7.6% |
| 6 | 6696 | 3.6% |
| 9 | 6663 | 3.6% |
| 8 | 6607 | 3.5% |
| Other values (3) | 6599 | 3.5% |
Latin
| Value | Count | Frequency (%) |
| T | 3 | |
| Z | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 187344 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| : | 46824 | |
| 1 | 25494 | |
| 0 | 25263 | |
| 2 | 18886 | |
| 3 | 15571 | 8.3% |
| 5 | 14513 | 7.7% |
| 4 | 14222 | 7.6% |
| 6 | 6696 | 3.6% |
| 9 | 6663 | 3.6% |
| 8 | 6607 | 3.5% |
| Other values (5) | 6605 | 3.5% |
Latitude
Real number (ℝ)
| Distinct | 20676 |
|---|---|
| Distinct (%) | 88.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6790331 |
| Minimum | -77.08 |
|---|---|
| Maximum | 86.005 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 12794 |
| Negative (%) | 54.6% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | -77.08 |
|---|---|
| 5-th percentile | -53.346785 |
| Q1 | -18.653 |
| median | -3.5685 |
| Q3 | 26.19075 |
| 95-th percentile | 51.59545 |
| Maximum | 86.005 |
| Range | 163.085 |
| Interquartile range (IQR) | 44.84375 |
Descriptive statistics
| Standard deviation | 30.113183 |
|---|---|
| Coefficient of variation (CV) | 17.934836 |
| Kurtosis | -0.60289206 |
| Mean | 1.6790331 |
| Median Absolute Deviation (MAD) | 18.8655 |
| Skewness | 0.10180438 |
| Sum | 39309.523 |
| Variance | 906.80378 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -5.902 | 5 | < 0.1% |
| 51.5 | 5 | < 0.1% |
| -5.589 | 5 | < 0.1% |
| -5.605 | 5 | < 0.1% |
| -21.126 | 4 | < 0.1% |
| -6.323 | 4 | < 0.1% |
| 0.482 | 4 | < 0.1% |
| -4.694 | 4 | < 0.1% |
| 36.429 | 4 | < 0.1% |
| -4.651 | 4 | < 0.1% |
| Other values (20666) | 23368 |
| Value | Count | Frequency (%) |
| -77.08 | 1 | |
| -72.448 | 1 | |
| -67.034 | 1 | |
| -66.448 | 1 | |
| -65.721 | 1 | |
| -65.651 | 1 | |
| -65.635 | 1 | |
| -65.5984 | 1 | |
| -65.592 | 1 | |
| -65.552 | 1 |
| Value | Count | Frequency (%) |
| 86.005 | 1 | |
| 85.992 | 1 | |
| 85.735 | 1 | |
| 85.734 | 1 | |
| 85.686 | 1 | |
| 85.644 | 1 | |
| 85.632 | 1 | |
| 85.571 | 1 | |
| 85.263 | 1 | |
| 85.247 | 1 |
Longitude
Real number (ℝ)
| Distinct | 21474 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.639961 |
| Minimum | -179.997 |
|---|---|
| Maximum | 179.998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8665 |
| Negative (%) | 37.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | -179.997 |
|---|---|
| 5-th percentile | -177.52845 |
| Q1 | -76.34975 |
| median | 103.982 |
| Q3 | 145.02625 |
| 95-th percentile | 168.9977 |
| Maximum | 179.998 |
| Range | 359.995 |
| Interquartile range (IQR) | 221.376 |
Descriptive statistics
| Standard deviation | 125.51196 |
|---|---|
| Coefficient of variation (CV) | 3.1662988 |
| Kurtosis | -1.2498766 |
| Mean | 39.639961 |
| Median Absolute Deviation (MAD) | 59.963 |
| Skewness | -0.60064629 |
| Sum | 928050.76 |
| Variance | 15753.252 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 126.777 | 5 | < 0.1% |
| 167.34 | 4 | < 0.1% |
| 148.139 | 4 | < 0.1% |
| 154.934 | 4 | < 0.1% |
| -174.922 | 4 | < 0.1% |
| -179.361 | 4 | < 0.1% |
| 166.452 | 4 | < 0.1% |
| -177.553 | 4 | < 0.1% |
| 142.75 | 4 | < 0.1% |
| 167.238 | 4 | < 0.1% |
| Other values (21464) | 23371 |
| Value | Count | Frequency (%) |
| -179.997 | 1 | |
| -179.996 | 1 | |
| -179.993 | 1 | |
| -179.991 | 1 | |
| -179.989 | 1 | |
| -179.987 | 1 | |
| -179.985 | 1 | |
| -179.984 | 1 | |
| -179.983 | 1 | |
| -179.977 | 1 |
| Value | Count | Frequency (%) |
| 179.998 | 2 | |
| 179.992 | 1 | |
| 179.989 | 1 | |
| 179.984 | 1 | |
| 179.981 | 1 | |
| 179.98 | 1 | |
| 179.978 | 1 | |
| 179.975 | 1 | |
| 179.963 | 1 | |
| 179.96 | 2 |
Type
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.0 KiB |
| Earthquake | |
|---|---|
| Nuclear Explosion | 175 |
| Explosion | 4 |
| Rock Burst | 1 |
Length
| Max length | 17 |
|---|---|
| Median length | 10 |
| Mean length | 10.052153 |
| Min length | 9 |
Characters and Unicode
| Total characters | 235341 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Earthquake |
|---|---|
| 2nd row | Earthquake |
| 3rd row | Earthquake |
| 4th row | Earthquake |
| 5th row | Earthquake |
Common Values
| Value | Count | Frequency (%) |
| Earthquake | 23232 | |
| Nuclear Explosion | 175 | 0.7% |
| Explosion | 4 | < 0.1% |
| Rock Burst | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| earthquake | 23232 | |
| explosion | 179 | 0.8% |
| nuclear | 175 | 0.7% |
| rock | 1 | < 0.1% |
| burst | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 46639 | |
| E | 23411 | |
| r | 23408 | |
| u | 23408 | |
| e | 23407 | |
| t | 23233 | |
| k | 23233 | |
| h | 23232 | |
| q | 23232 | |
| o | 359 | 0.2% |
| Other values (11) | 1779 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 211577 | |
| Uppercase Letter | 23588 | 10.0% |
| Space Separator | 176 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 46639 | |
| r | 23408 | |
| u | 23408 | |
| e | 23407 | |
| t | 23233 | |
| k | 23233 | |
| h | 23232 | |
| q | 23232 | |
| o | 359 | 0.2% |
| l | 354 | 0.2% |
| Other values (6) | 1072 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 23411 | |
| N | 175 | 0.7% |
| R | 1 | < 0.1% |
| B | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 176 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 235165 | |
| Common | 176 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 46639 | |
| E | 23411 | |
| r | 23408 | |
| u | 23408 | |
| e | 23407 | |
| t | 23233 | |
| k | 23233 | |
| h | 23232 | |
| q | 23232 | |
| o | 359 | 0.2% |
| Other values (10) | 1603 | 0.7% |
Common
| Value | Count | Frequency (%) |
| 176 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 235341 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 46639 | |
| E | 23411 | |
| r | 23408 | |
| u | 23408 | |
| e | 23407 | |
| t | 23233 | |
| k | 23233 | |
| h | 23232 | |
| q | 23232 | |
| o | 359 | 0.2% |
| Other values (11) | 1779 | 0.8% |
Depth
Real number (ℝ)
| Distinct | 3485 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.767911 |
| Minimum | -1.1 |
|---|---|
| Maximum | 700 |
| Zeros | 170 |
| Zeros (%) | 0.7% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | -1.1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 14.5225 |
| median | 33 |
| Q3 | 54 |
| 95-th percentile | 386.835 |
| Maximum | 700 |
| Range | 701.1 |
| Interquartile range (IQR) | 39.4775 |
Descriptive statistics
| Standard deviation | 122.6519 |
|---|---|
| Coefficient of variation (CV) | 1.733157 |
| Kurtosis | 10.456851 |
| Mean | 70.767911 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 3.2906826 |
| Sum | 1656818.3 |
| Variance | 15043.488 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 3911 | 16.7% |
| 33 | 3694 | 15.8% |
| 35 | 592 | 2.5% |
| 15 | 384 | 1.6% |
| 20 | 336 | 1.4% |
| 25 | 303 | 1.3% |
| 30 | 302 | 1.3% |
| 0 | 170 | 0.7% |
| 45 | 139 | 0.6% |
| 14 | 130 | 0.6% |
| Other values (3475) | 13451 |
| Value | Count | Frequency (%) |
| -1.1 | 1 | < 0.1% |
| -0.097 | 1 | < 0.1% |
| -0.076 | 1 | < 0.1% |
| 0 | 170 | |
| 0.02 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 700 | 1 | |
| 691.6 | 1 | |
| 690 | 1 | |
| 688 | 1 | |
| 687.6 | 1 | |
| 682.2 | 1 | |
| 678.9 | 1 | |
| 677.4 | 1 | |
| 676.4 | 1 | |
| 675.6 | 1 |
Depth Error
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 297 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 18951 |
| Missing (%) | 80.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9931148 |
| Minimum | 0 |
|---|---|
| Maximum | 91.295 |
| Zeros | 44 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 1.8 |
| median | 3.5 |
| Q3 | 6.3 |
| 95-th percentile | 14.1 |
| Maximum | 91.295 |
| Range | 91.295 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 4.8751839 |
|---|---|
| Coefficient of variation (CV) | 0.97638131 |
| Kurtosis | 31.038774 |
| Mean | 4.9931148 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | 3.7313617 |
| Sum | 22274.285 |
| Variance | 23.767418 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.8 | 473 | 2.0% |
| 1.7 | 440 | 1.9% |
| 1.9 | 135 | 0.6% |
| 3.5 | 85 | 0.4% |
| 1.6 | 81 | 0.3% |
| 3.3 | 76 | 0.3% |
| 3 | 74 | 0.3% |
| 3.2 | 74 | 0.3% |
| 3.4 | 72 | 0.3% |
| 3.1 | 72 | 0.3% |
| Other values (287) | 2879 | 12.3% |
| (Missing) | 18951 |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 0.015 | 1 | < 0.1% |
| 0.023 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.155 | 1 | < 0.1% |
| 0.2 | 3 | < 0.1% |
| 0.21 | 2 | < 0.1% |
| 0.216 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 91.295 | 1 | < 0.1% |
| 43.7 | 1 | < 0.1% |
| 40.6 | 1 | < 0.1% |
| 35.4 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34.6 | 1 | < 0.1% |
| 33.4 | 1 | < 0.1% |
| 31.95 | 1 | < 0.1% |
| 31.61 | 25 | |
| 29.7 | 1 | < 0.1% |
Depth Seismic Stations
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 736 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 16315 |
| Missing (%) | 69.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 275.3641 |
| Minimum | 0 |
|---|---|
| Maximum | 934 |
| Zeros | 29 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 146 |
| median | 255 |
| Q3 | 384 |
| 95-th percentile | 570 |
| Maximum | 934 |
| Range | 934 |
| Interquartile range (IQR) | 238 |
Descriptive statistics
| Standard deviation | 162.14163 |
|---|---|
| Coefficient of variation (CV) | 0.58882633 |
| Kurtosis | -0.099778406 |
| Mean | 275.3641 |
| Median Absolute Deviation (MAD) | 116 |
| Skewness | 0.59878276 |
| Sum | 1954259 |
| Variance | 26289.909 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 29 | 0.1% |
| 117 | 29 | 0.1% |
| 169 | 26 | 0.1% |
| 163 | 26 | 0.1% |
| 209 | 25 | 0.1% |
| 231 | 25 | 0.1% |
| 198 | 25 | 0.1% |
| 170 | 24 | 0.1% |
| 167 | 24 | 0.1% |
| 288 | 24 | 0.1% |
| Other values (726) | 6840 | |
| (Missing) | 16315 |
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 5 | < 0.1% |
| 11 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 934 | 1 | |
| 929 | 1 | |
| 918 | 1 | |
| 885 | 1 | |
| 882 | 1 | |
| 862 | 1 | |
| 857 | 1 | |
| 832 | 1 | |
| 821 | 1 | |
| 814 | 1 |
Magnitude
Real number (ℝ)
| Distinct | 64 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8825308 |
| Minimum | 5.5 |
|---|---|
| Maximum | 9.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 5.5 |
|---|---|
| 5-th percentile | 5.5 |
| Q1 | 5.6 |
| median | 5.7 |
| Q3 | 6 |
| 95-th percentile | 6.7 |
| Maximum | 9.1 |
| Range | 3.6 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.42306564 |
|---|---|
| Coefficient of variation (CV) | 0.071918985 |
| Kurtosis | 4.3889221 |
| Mean | 5.8825308 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 1.8483457 |
| Sum | 137721.81 |
| Variance | 0.17898454 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.5 | 4685 | |
| 5.6 | 3967 | |
| 5.7 | 3079 | |
| 5.8 | 2346 | |
| 5.9 | 1947 | |
| 6 | 1580 | 6.7% |
| 6.1 | 1213 | 5.2% |
| 6.2 | 912 | 3.9% |
| 6.3 | 765 | 3.3% |
| 6.4 | 574 | 2.5% |
| Other values (54) | 2344 |
| Value | Count | Frequency (%) |
| 5.5 | 4685 | |
| 5.51 | 1 | < 0.1% |
| 5.52 | 4 | < 0.1% |
| 5.53 | 1 | < 0.1% |
| 5.54 | 1 | < 0.1% |
| 5.55 | 1 | < 0.1% |
| 5.58 | 1 | < 0.1% |
| 5.6 | 3967 | |
| 5.62 | 1 | < 0.1% |
| 5.63 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.1 | 2 | < 0.1% |
| 8.8 | 1 | < 0.1% |
| 8.7 | 1 | < 0.1% |
| 8.6 | 2 | < 0.1% |
| 8.4 | 2 | < 0.1% |
| 8.3 | 5 | < 0.1% |
| 8.2 | 7 | < 0.1% |
| 8.1 | 7 | < 0.1% |
| 8 | 13 | |
| 7.9 | 21 |
Magnitude Type
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Memory size | 183.0 KiB |
| MW | |
|---|---|
| MWC | |
| MB | |
| MWB | |
| MWW | |
| Other values (5) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.4329959 |
| Min length | 2 |
Characters and Unicode
| Total characters | 56954 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MW |
|---|---|
| 2nd row | MW |
| 3rd row | MW |
| 4th row | MW |
| 5th row | MW |
Common Values
| Value | Count | Frequency (%) |
| MW | 7722 | |
| MWC | 5669 | |
| MB | 3761 | |
| MWB | 2458 | 10.5% |
| MWW | 1983 | 8.5% |
| MS | 1702 | 7.3% |
| ML | 77 | 0.3% |
| MWR | 26 | 0.1% |
| MD | 6 | < 0.1% |
| MH | 5 | < 0.1% |
| (Missing) | 3 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mw | 7722 | |
| mwc | 5669 | |
| mb | 3761 | |
| mwb | 2458 | 10.5% |
| mww | 1983 | 8.5% |
| ms | 1702 | 7.3% |
| ml | 77 | 0.3% |
| mwr | 26 | 0.1% |
| md | 6 | < 0.1% |
| mh | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 23409 | |
| W | 19841 | |
| B | 6219 | 10.9% |
| C | 5669 | 10.0% |
| S | 1702 | 3.0% |
| L | 77 | 0.1% |
| R | 26 | < 0.1% |
| D | 6 | < 0.1% |
| H | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 56954 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 23409 | |
| W | 19841 | |
| B | 6219 | 10.9% |
| C | 5669 | 10.0% |
| S | 1702 | 3.0% |
| L | 77 | 0.1% |
| R | 26 | < 0.1% |
| D | 6 | < 0.1% |
| H | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 56954 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 23409 | |
| W | 19841 | |
| B | 6219 | 10.9% |
| C | 5669 | 10.0% |
| S | 1702 | 3.0% |
| L | 77 | 0.1% |
| R | 26 | < 0.1% |
| D | 6 | < 0.1% |
| H | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56954 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 23409 | |
| W | 19841 | |
| B | 6219 | 10.9% |
| C | 5669 | 10.0% |
| S | 1702 | 3.0% |
| L | 77 | 0.1% |
| R | 26 | < 0.1% |
| D | 6 | < 0.1% |
| H | 5 | < 0.1% |
Magnitude Error
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 100 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 23085 |
| Missing (%) | 98.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.071819572 |
| Minimum | 0 |
|---|---|
| Maximum | 0.41 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0323 |
| Q1 | 0.046 |
| median | 0.059 |
| Q3 | 0.0755 |
| 95-th percentile | 0.1666 |
| Maximum | 0.41 |
| Range | 0.41 |
| Interquartile range (IQR) | 0.0295 |
Descriptive statistics
| Standard deviation | 0.051465944 |
|---|---|
| Coefficient of variation (CV) | 0.71660054 |
| Kurtosis | 14.114084 |
| Mean | 0.071819572 |
| Median Absolute Deviation (MAD) | 0.015 |
| Skewness | 3.3799164 |
| Sum | 23.485 |
| Variance | 0.0026487434 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.048 | 18 | 0.1% |
| 0.052 | 12 | 0.1% |
| 0.063 | 10 | < 0.1% |
| 0.043 | 9 | < 0.1% |
| 0.054 | 9 | < 0.1% |
| 0.068 | 8 | < 0.1% |
| 0.05 | 8 | < 0.1% |
| 0.083 | 8 | < 0.1% |
| 0.075 | 8 | < 0.1% |
| 0.06 | 7 | < 0.1% |
| Other values (90) | 230 | 1.0% |
| (Missing) | 23085 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.02 | 2 | |
| 0.021 | 1 | |
| 0.025 | 1 | |
| 0.026 | 1 | |
| 0.027 | 2 | |
| 0.028 | 1 | |
| 0.029 | 2 | |
| 0.03 | 2 | |
| 0.031 | 1 |
| Value | Count | Frequency (%) |
| 0.41 | 1 | |
| 0.35 | 1 | |
| 0.341 | 1 | |
| 0.32 | 1 | |
| 0.302 | 1 | |
| 0.288 | 1 | |
| 0.26 | 1 | |
| 0.246 | 1 | |
| 0.245 | 1 | |
| 0.219 | 1 |
Magnitude Seismic Stations
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 246 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 20848 |
| Missing (%) | 89.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.944618 |
| Minimum | 0 |
|---|---|
| Maximum | 821 |
| Zeros | 47 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10 |
| median | 28 |
| Q3 | 66 |
| 95-th percentile | 165 |
| Maximum | 821 |
| Range | 821 |
| Interquartile range (IQR) | 56 |
Descriptive statistics
| Standard deviation | 62.943106 |
|---|---|
| Coefficient of variation (CV) | 1.2860067 |
| Kurtosis | 20.717227 |
| Mean | 48.944618 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 3.4371975 |
| Sum | 125494 |
| Variance | 3961.8346 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 127 | 0.5% |
| 2 | 77 | 0.3% |
| 3 | 70 | 0.3% |
| 10 | 62 | 0.3% |
| 6 | 56 | 0.2% |
| 7 | 54 | 0.2% |
| 4 | 54 | 0.2% |
| 8 | 51 | 0.2% |
| 0 | 47 | 0.2% |
| 5 | 47 | 0.2% |
| Other values (236) | 1919 | 8.2% |
| (Missing) | 20848 |
| Value | Count | Frequency (%) |
| 0 | 47 | 0.2% |
| 1 | 127 | |
| 2 | 77 | |
| 3 | 70 | |
| 4 | 54 | |
| 5 | 47 | 0.2% |
| 6 | 56 | |
| 7 | 54 | |
| 8 | 51 | |
| 9 | 42 | 0.2% |
| Value | Count | Frequency (%) |
| 821 | 1 | |
| 621 | 1 | |
| 548 | 1 | |
| 526 | 1 | |
| 505 | 1 | |
| 484 | 1 | |
| 483 | 1 | |
| 428 | 1 | |
| 417 | 1 | |
| 410 | 1 |
Azimuthal Gap
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 1109 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 16113 |
| Missing (%) | 68.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.163532 |
| Minimum | 0 |
|---|---|
| Maximum | 360 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 24.1 |
| median | 36 |
| Q3 | 54 |
| 95-th percentile | 99.71 |
| Maximum | 360 |
| Range | 360 |
| Interquartile range (IQR) | 29.9 |
Descriptive statistics
| Standard deviation | 32.141486 |
|---|---|
| Coefficient of variation (CV) | 0.72778341 |
| Kurtosis | 17.595858 |
| Mean | 44.163532 |
| Median Absolute Deviation (MAD) | 13.9 |
| Skewness | 3.2429041 |
| Sum | 322349.62 |
| Variance | 1033.0751 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 19 | 69 | 0.3% |
| 17 | 64 | 0.3% |
| 18 | 59 | 0.3% |
| 21 | 55 | 0.2% |
| 28 | 55 | 0.2% |
| 22 | 53 | 0.2% |
| 25 | 53 | 0.2% |
| 24 | 52 | 0.2% |
| 16 | 52 | 0.2% |
| 27 | 50 | 0.2% |
| Other values (1099) | 6737 | |
| (Missing) | 16113 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 8.4 | 1 | < 0.1% |
| 8.5 | 1 | < 0.1% |
| 8.7 | 1 | < 0.1% |
| 9 | 6 | |
| 9.3 | 1 | < 0.1% |
| 9.5 | 3 | |
| 9.6 | 1 | < 0.1% |
| 9.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 360 | 1 | < 0.1% |
| 335 | 1 | < 0.1% |
| 333 | 1 | < 0.1% |
| 328.5 | 1 | < 0.1% |
| 318 | 1 | < 0.1% |
| 313 | 1 | < 0.1% |
| 312 | 1 | < 0.1% |
| 296 | 3 | |
| 295 | 1 | < 0.1% |
| 287 | 1 | < 0.1% |
Horizontal Distance
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 1448 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 21808 |
| Missing (%) | 93.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9926598 |
| Minimum | 0.004505 |
|---|---|
| Maximum | 37.874 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 0.004505 |
|---|---|
| 5-th percentile | 0.206745 |
| Q1 | 0.96875 |
| median | 2.3195 |
| Q3 | 4.7245 |
| 95-th percentile | 14.6011 |
| Maximum | 37.874 |
| Range | 37.869495 |
| Interquartile range (IQR) | 3.75575 |
Descriptive statistics
| Standard deviation | 5.3772622 |
|---|---|
| Coefficient of variation (CV) | 1.346787 |
| Kurtosis | 11.8186 |
| Mean | 3.9926598 |
| Median Absolute Deviation (MAD) | 1.5705 |
| Skewness | 3.1695663 |
| Sum | 6404.2263 |
| Variance | 28.914949 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.778 | 4 | < 0.1% |
| 1.806 | 3 | < 0.1% |
| 0.671 | 3 | < 0.1% |
| 0.828 | 3 | < 0.1% |
| 0.779 | 3 | < 0.1% |
| 3.056 | 3 | < 0.1% |
| 1.492 | 3 | < 0.1% |
| 1.753 | 3 | < 0.1% |
| 1.013 | 3 | < 0.1% |
| 0.681 | 3 | < 0.1% |
| Other values (1438) | 1573 | 6.7% |
| (Missing) | 21808 |
| Value | Count | Frequency (%) |
| 0.004505 | 1 | |
| 0.005405 | 1 | |
| 0.008 | 1 | |
| 0.008108 | 1 | |
| 0.008296 | 1 | |
| 0.01 | 1 | |
| 0.01622 | 1 | |
| 0.026 | 1 | |
| 0.02613 | 1 | |
| 0.02703 | 1 |
| Value | Count | Frequency (%) |
| 37.874 | 1 | |
| 35.495 | 1 | |
| 35.377 | 1 | |
| 33.635 | 1 | |
| 33.259 | 1 | |
| 32.948 | 1 | |
| 32.49 | 1 | |
| 32.453 | 1 | |
| 32.416 | 1 | |
| 31.96 | 1 |
Horizontal Error
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 186 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 22256 |
| Missing (%) | 95.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6627587 |
| Minimum | 0.085 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 0.085 |
|---|---|
| 5-th percentile | 1.3075 |
| Q1 | 5.3 |
| median | 6.7 |
| Q3 | 8.1 |
| 95-th percentile | 10.8 |
| Maximum | 99 |
| Range | 98.915 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 10.430396 |
|---|---|
| Coefficient of variation (CV) | 1.3611802 |
| Kurtosis | 68.657024 |
| Mean | 7.6627587 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 8.1300784 |
| Sum | 8858.149 |
| Variance | 108.79315 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.8 | 29 | 0.1% |
| 6.4 | 29 | 0.1% |
| 7.5 | 28 | 0.1% |
| 5.3 | 26 | 0.1% |
| 7.3 | 26 | 0.1% |
| 8 | 25 | 0.1% |
| 6.7 | 25 | 0.1% |
| 6.9 | 24 | 0.1% |
| 6.2 | 23 | 0.1% |
| 6 | 23 | 0.1% |
| Other values (176) | 898 | 3.8% |
| (Missing) | 22256 |
| Value | Count | Frequency (%) |
| 0.085 | 1 | |
| 0.11 | 2 | |
| 0.12 | 1 | |
| 0.13 | 1 | |
| 0.14 | 1 | |
| 0.15 | 1 | |
| 0.16 | 1 | |
| 0.19 | 1 | |
| 0.2 | 2 | |
| 0.21 | 1 |
| Value | Count | Frequency (%) |
| 99 | 14 | |
| 15.8 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14.7 | 1 | < 0.1% |
| 14.6 | 1 | < 0.1% |
| 14.3 | 1 | < 0.1% |
| 13.9 | 2 | < 0.1% |
| 13.4 | 1 | < 0.1% |
| 13.3 | 2 | < 0.1% |
| 13.2 | 2 | < 0.1% |
Root Mean Square
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 190 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 6060 |
| Missing (%) | 25.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.022784 |
| Minimum | 0 |
|---|---|
| Maximum | 3.44 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 183.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 0.9 |
| median | 1 |
| Q3 | 1.13 |
| 95-th percentile | 1.31 |
| Maximum | 3.44 |
| Range | 3.44 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.18854544 |
|---|---|
| Coefficient of variation (CV) | 0.18434531 |
| Kurtosis | 5.148365 |
| Mean | 1.022784 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -0.033228797 |
| Sum | 17747.348 |
| Variance | 0.035549382 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1987 | 8.5% |
| 1.1 | 1898 | 8.1% |
| 0.9 | 1358 | 5.8% |
| 1.2 | 1306 | 5.6% |
| 1.3 | 716 | 3.1% |
| 0.8 | 450 | 1.9% |
| 1.4 | 290 | 1.2% |
| 0.98 | 251 | 1.1% |
| 0.89 | 251 | 1.1% |
| 1.02 | 248 | 1.1% |
| Other values (180) | 8597 | |
| (Missing) | 6060 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.005 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 5 | |
| 0.05 | 3 | |
| 0.06 | 6 | |
| 0.07 | 7 | |
| 0.08 | 6 | |
| 0.09 | 4 | |
| 0.092 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.44 | 1 | < 0.1% |
| 3.22 | 1 | < 0.1% |
| 2.75 | 1 | < 0.1% |
| 2.11 | 1 | < 0.1% |
| 2.1 | 1 | < 0.1% |
| 1.95 | 1 | < 0.1% |
| 1.89 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 1.78 | 1 | < 0.1% |
| 1.7 | 5 |
ID
Categorical
HIGH CARDINALITY UNIFORM UNIQUE
| Distinct | 23412 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.0 KiB |
| ISCGEM860706 | 1 |
|---|---|
| USP000AT1A | 1 |
| USP000ASVR | 1 |
| USP000ASVM | 1 |
| USP000ASTY | 1 |
| Other values (23407) |
Length
| Max length | 28 |
|---|---|
| Median length | 10 |
| Mean length | 10.242824 |
| Min length | 7 |
Characters and Unicode
| Total characters | 239805 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 23412 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ISCGEM860706 |
|---|---|
| 2nd row | ISCGEM860737 |
| 3rd row | ISCGEM860762 |
| 4th row | ISCGEM860856 |
| 5th row | ISCGEM860890 |
Common Values
| Value | Count | Frequency (%) |
| ISCGEM860706 | 1 | < 0.1% |
| USP000AT1A | 1 | < 0.1% |
| USP000ASVR | 1 | < 0.1% |
| USP000ASVM | 1 | < 0.1% |
| USP000ASTY | 1 | < 0.1% |
| USP000ASTG | 1 | < 0.1% |
| USP000ASTB | 1 | < 0.1% |
| USP000ASRN | 1 | < 0.1% |
| USP000ASQX | 1 | < 0.1% |
| USP000ASMB | 1 | < 0.1% |
| Other values (23402) | 23402 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| iscgem860706 | 1 | < 0.1% |
| iscgem859231 | 1 | < 0.1% |
| iscgem860856 | 1 | < 0.1% |
| iscgem860890 | 1 | < 0.1% |
| iscgem860922 | 1 | < 0.1% |
| iscgem861007 | 1 | < 0.1% |
| iscgem861111 | 1 | < 0.1% |
| iscgemsup861125 | 1 | < 0.1% |
| iscgem861148 | 1 | < 0.1% |
| iscgem861155 | 1 | < 0.1% |
| Other values (23402) | 23402 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 67896 | |
| S | 25287 | 10.5% |
| U | 22612 | 9.4% |
| P | 20831 | 8.7% |
| C | 5750 | 2.4% |
| 8 | 5704 | 2.4% |
| 1 | 5522 | 2.3% |
| 7 | 5422 | 2.3% |
| G | 5338 | 2.2% |
| 2 | 5291 | 2.2% |
| Other values (27) | 70152 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 127872 | |
| Decimal Number | 111925 | |
| Connector Punctuation | 8 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 25287 | |
| U | 22612 | |
| P | 20831 | |
| C | 5750 | 4.5% |
| G | 5338 | 4.2% |
| E | 5075 | 4.0% |
| M | 4492 | 3.5% |
| B | 3105 | 2.4% |
| H | 3011 | 2.4% |
| I | 2866 | 2.2% |
| Other values (16) | 29505 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 67896 | |
| 8 | 5704 | 5.1% |
| 1 | 5522 | 4.9% |
| 7 | 5422 | 4.8% |
| 2 | 5291 | 4.7% |
| 3 | 4884 | 4.4% |
| 5 | 4465 | 4.0% |
| 4 | 4458 | 4.0% |
| 6 | 4190 | 3.7% |
| 9 | 4093 | 3.7% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 127872 | |
| Common | 111933 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 25287 | |
| U | 22612 | |
| P | 20831 | |
| C | 5750 | 4.5% |
| G | 5338 | 4.2% |
| E | 5075 | 4.0% |
| M | 4492 | 3.5% |
| B | 3105 | 2.4% |
| H | 3011 | 2.4% |
| I | 2866 | 2.2% |
| Other values (16) | 29505 |
Common
| Value | Count | Frequency (%) |
| 0 | 67896 | |
| 8 | 5704 | 5.1% |
| 1 | 5522 | 4.9% |
| 7 | 5422 | 4.8% |
| 2 | 5291 | 4.7% |
| 3 | 4884 | 4.4% |
| 5 | 4465 | 4.0% |
| 4 | 4458 | 4.0% |
| 6 | 4190 | 3.7% |
| 9 | 4093 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 239805 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 67896 | |
| S | 25287 | 10.5% |
| U | 22612 | 9.4% |
| P | 20831 | 8.7% |
| C | 5750 | 2.4% |
| 8 | 5704 | 2.4% |
| 1 | 5522 | 2.3% |
| 7 | 5422 | 2.3% |
| G | 5338 | 2.2% |
| 2 | 5291 | 2.2% |
| Other values (27) | 70152 |
Source
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.0 KiB |
| US | |
|---|---|
| ISCGEM | |
| ISCGEMSUP | 120 |
| CI | 61 |
| GCMT | 55 |
| Other values (8) | 86 |
Length
| Max length | 9 |
|---|---|
| Median length | 2 |
| Mean length | 2.4633094 |
| Min length | 2 |
Characters and Unicode
| Total characters | 57671 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ISCGEM |
|---|---|
| 2nd row | ISCGEM |
| 3rd row | ISCGEM |
| 4th row | ISCGEM |
| 5th row | ISCGEM |
Common Values
| Value | Count | Frequency (%) |
| US | 20630 | |
| ISCGEM | 2460 | 10.5% |
| ISCGEMSUP | 120 | 0.5% |
| CI | 61 | 0.3% |
| GCMT | 55 | 0.2% |
| NC | 51 | 0.2% |
| AK | 12 | 0.1% |
| OFFICIAL | 8 | < 0.1% |
| UW | 6 | < 0.1% |
| NN | 4 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| us | 20630 | |
| iscgem | 2460 | 10.5% |
| iscgemsup | 120 | 0.5% |
| ci | 61 | 0.3% |
| gcmt | 55 | 0.2% |
| nc | 51 | 0.2% |
| ak | 12 | 0.1% |
| official | 8 | < 0.1% |
| uw | 6 | < 0.1% |
| nn | 4 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 23334 | |
| U | 20756 | |
| C | 2755 | 4.8% |
| I | 2657 | 4.6% |
| G | 2635 | 4.6% |
| M | 2635 | 4.6% |
| E | 2581 | 4.5% |
| P | 121 | 0.2% |
| N | 59 | 0.1% |
| T | 58 | 0.1% |
| Other values (7) | 80 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 57671 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 23334 | |
| U | 20756 | |
| C | 2755 | 4.8% |
| I | 2657 | 4.6% |
| G | 2635 | 4.6% |
| M | 2635 | 4.6% |
| E | 2581 | 4.5% |
| P | 121 | 0.2% |
| N | 59 | 0.1% |
| T | 58 | 0.1% |
| Other values (7) | 80 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 57671 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 23334 | |
| U | 20756 | |
| C | 2755 | 4.8% |
| I | 2657 | 4.6% |
| G | 2635 | 4.6% |
| M | 2635 | 4.6% |
| E | 2581 | 4.5% |
| P | 121 | 0.2% |
| N | 59 | 0.1% |
| T | 58 | 0.1% |
| Other values (7) | 80 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 57671 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 23334 | |
| U | 20756 | |
| C | 2755 | 4.8% |
| I | 2657 | 4.6% |
| G | 2635 | 4.6% |
| M | 2635 | 4.6% |
| E | 2581 | 4.5% |
| P | 121 | 0.2% |
| N | 59 | 0.1% |
| T | 58 | 0.1% |
| Other values (7) | 80 | 0.1% |
Location Source
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.0 KiB |
| US | |
|---|---|
| ISCGEM | |
| CI | 61 |
| GCMT | 56 |
| NC | 54 |
| Other values (43) | 310 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.4596361 |
| Min length | 1 |
Characters and Unicode
| Total characters | 57585 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | ISCGEM |
|---|---|
| 2nd row | ISCGEM |
| 3rd row | ISCGEM |
| 4th row | ISCGEM |
| 5th row | ISCGEM |
Common Values
| Value | Count | Frequency (%) |
| US | 20350 | |
| ISCGEM | 2581 | 11.0% |
| CI | 61 | 0.3% |
| GCMT | 56 | 0.2% |
| NC | 54 | 0.2% |
| GUC | 46 | 0.2% |
| AEIC | 40 | 0.2% |
| UNM | 21 | 0.1% |
| PGC | 19 | 0.1% |
| WEL | 18 | 0.1% |
| Other values (38) | 166 | 0.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| us | 20350 | |
| iscgem | 2581 | 11.0% |
| ci | 61 | 0.3% |
| gcmt | 56 | 0.2% |
| nc | 54 | 0.2% |
| guc | 46 | 0.2% |
| aeic | 40 | 0.2% |
| unm | 21 | 0.1% |
| pgc | 19 | 0.1% |
| wel | 18 | 0.1% |
| Other values (38) | 166 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 22991 | |
| U | 20432 | |
| C | 2869 | 5.0% |
| G | 2722 | 4.7% |
| I | 2705 | 4.7% |
| E | 2673 | 4.6% |
| M | 2672 | 4.6% |
| A | 109 | 0.2% |
| T | 91 | 0.2% |
| N | 83 | 0.1% |
| Other values (12) | 238 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 57581 | |
| Connector Punctuation | 4 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 22991 | |
| U | 20432 | |
| C | 2869 | 5.0% |
| G | 2722 | 4.7% |
| I | 2705 | 4.7% |
| E | 2673 | 4.6% |
| M | 2672 | 4.6% |
| A | 109 | 0.2% |
| T | 91 | 0.2% |
| N | 83 | 0.1% |
| Other values (11) | 234 | 0.4% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 57581 | |
| Common | 4 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 22991 | |
| U | 20432 | |
| C | 2869 | 5.0% |
| G | 2722 | 4.7% |
| I | 2705 | 4.7% |
| E | 2673 | 4.6% |
| M | 2672 | 4.6% |
| A | 109 | 0.2% |
| T | 91 | 0.2% |
| N | 83 | 0.1% |
| Other values (11) | 234 | 0.4% |
Common
| Value | Count | Frequency (%) |
| _ | 4 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 57585 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 22991 | |
| U | 20432 | |
| C | 2869 | 5.0% |
| G | 2722 | 4.7% |
| I | 2705 | 4.7% |
| E | 2673 | 4.6% |
| M | 2672 | 4.6% |
| A | 109 | 0.2% |
| T | 91 | 0.2% |
| N | 83 | 0.1% |
| Other values (12) | 238 | 0.4% |
Magnitude Source
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.0 KiB |
| US | |
|---|---|
| HRV | |
| ISCGEM | |
| GCMT | |
| NC | 533 |
| Other values (19) | 129 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 2.9241415 |
| Min length | 2 |
Characters and Unicode
| Total characters | 68460 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ISCGEM |
|---|---|
| 2nd row | ISCGEM |
| 3rd row | ISCGEM |
| 4th row | ISCGEM |
| 5th row | ISCGEM |
Common Values
| Value | Count | Frequency (%) |
| US | 10458 | |
| HRV | 8223 | |
| ISCGEM | 2580 | 11.0% |
| GCMT | 1489 | 6.4% |
| NC | 533 | 2.3% |
| CI | 61 | 0.3% |
| AK | 12 | 0.1% |
| PAR | 9 | < 0.1% |
| OFFICIAL | 8 | < 0.1% |
| UW | 6 | < 0.1% |
| Other values (14) | 33 | 0.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| us | 10458 | |
| hrv | 8223 | |
| iscgem | 2580 | 11.0% |
| gcmt | 1489 | 6.4% |
| nc | 533 | 2.3% |
| ci | 61 | 0.3% |
| ak | 12 | 0.1% |
| par | 9 | < 0.1% |
| official | 8 | < 0.1% |
| uw | 6 | < 0.1% |
| Other values (14) | 33 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 13046 | |
| U | 10474 | |
| R | 8235 | |
| H | 8223 | |
| V | 8223 | |
| C | 4683 | 6.8% |
| G | 4081 | 6.0% |
| M | 4072 | 5.9% |
| I | 2661 | 3.9% |
| E | 2585 | 3.8% |
| Other values (17) | 2177 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 68432 | |
| Decimal Number | 24 | < 0.1% |
| Connector Punctuation | 4 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 13046 | |
| U | 10474 | |
| R | 8235 | |
| H | 8223 | |
| V | 8223 | |
| C | 4683 | 6.8% |
| G | 4081 | 6.0% |
| M | 4072 | 6.0% |
| I | 2661 | 3.9% |
| E | 2585 | 3.8% |
| Other values (11) | 2149 | 3.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 6 | |
| 2 | 2 | 8.3% |
| 3 | 1 | 4.2% |
| 9 | 1 | 4.2% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 68432 | |
| Common | 28 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 13046 | |
| U | 10474 | |
| R | 8235 | |
| H | 8223 | |
| V | 8223 | |
| C | 4683 | 6.8% |
| G | 4081 | 6.0% |
| M | 4072 | 6.0% |
| I | 2661 | 3.9% |
| E | 2585 | 3.8% |
| Other values (11) | 2149 | 3.1% |
Common
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 6 | |
| _ | 4 | 14.3% |
| 2 | 2 | 7.1% |
| 3 | 1 | 3.6% |
| 9 | 1 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 68460 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 13046 | |
| U | 10474 | |
| R | 8235 | |
| H | 8223 | |
| V | 8223 | |
| C | 4683 | 6.8% |
| G | 4081 | 6.0% |
| M | 4072 | 5.9% |
| I | 2661 | 3.9% |
| E | 2585 | 3.8% |
| Other values (17) | 2177 | 3.2% |
Status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 183.0 KiB |
| Reviewed | |
|---|---|
| Automatic |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.11272 |
| Min length | 8 |
Characters and Unicode
| Total characters | 189935 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Automatic |
|---|---|
| 2nd row | Automatic |
| 3rd row | Automatic |
| 4th row | Automatic |
| 5th row | Automatic |
Common Values
| Value | Count | Frequency (%) |
| Reviewed | 20773 | |
| Automatic | 2639 | 11.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| reviewed | 20773 | |
| automatic | 2639 | 11.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 62319 | |
| i | 23412 | 12.3% |
| R | 20773 | 10.9% |
| v | 20773 | 10.9% |
| w | 20773 | 10.9% |
| d | 20773 | 10.9% |
| t | 5278 | 2.8% |
| A | 2639 | 1.4% |
| u | 2639 | 1.4% |
| o | 2639 | 1.4% |
| Other values (3) | 7917 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 166523 | |
| Uppercase Letter | 23412 | 12.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 62319 | |
| i | 23412 | 14.1% |
| v | 20773 | 12.5% |
| w | 20773 | 12.5% |
| d | 20773 | 12.5% |
| t | 5278 | 3.2% |
| u | 2639 | 1.6% |
| o | 2639 | 1.6% |
| m | 2639 | 1.6% |
| a | 2639 | 1.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 20773 | |
| A | 2639 | 11.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 189935 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 62319 | |
| i | 23412 | 12.3% |
| R | 20773 | 10.9% |
| v | 20773 | 10.9% |
| w | 20773 | 10.9% |
| d | 20773 | 10.9% |
| t | 5278 | 2.8% |
| A | 2639 | 1.4% |
| u | 2639 | 1.4% |
| o | 2639 | 1.4% |
| Other values (3) | 7917 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 189935 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 62319 | |
| i | 23412 | 12.3% |
| R | 20773 | 10.9% |
| v | 20773 | 10.9% |
| w | 20773 | 10.9% |
| d | 20773 | 10.9% |
| t | 5278 | 2.8% |
| A | 2639 | 1.4% |
| u | 2639 | 1.4% |
| o | 2639 | 1.4% |
| Other values (3) | 7917 | 4.2% |
| Latitude | Longitude | Depth | Depth Error | Depth Seismic Stations | Magnitude | Magnitude Error | Magnitude Seismic Stations | Azimuthal Gap | Horizontal Distance | Horizontal Error | Root Mean Square | Type | Magnitude Type | Source | Location Source | Magnitude Source | Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Latitude | 1.000 | 0.157 | -0.027 | 0.008 | 0.392 | 0.034 | -0.216 | 0.309 | -0.043 | -0.346 | -0.378 | -0.189 | 0.125 | 0.055 | 0.079 | 0.138 | 0.077 | 0.105 |
| Longitude | 0.157 | 1.000 | 0.082 | 0.125 | 0.007 | 0.041 | -0.106 | 0.130 | -0.223 | 0.005 | 0.022 | -0.043 | 0.120 | 0.100 | 0.127 | 0.180 | 0.107 | 0.062 |
| Depth | -0.027 | 0.082 | 1.000 | 0.219 | 0.221 | -0.039 | -0.177 | 0.062 | -0.234 | -0.125 | 0.012 | -0.120 | 0.017 | 0.056 | 0.030 | 0.000 | 0.000 | 0.017 |
| Depth Error | 0.008 | 0.125 | 0.219 | 1.000 | -0.244 | -0.229 | 0.175 | -0.020 | 0.155 | -0.048 | 0.154 | 0.164 | 0.583 | 0.193 | 0.288 | 0.285 | 0.296 | 1.000 |
| Depth Seismic Stations | 0.392 | 0.007 | 0.221 | -0.244 | 1.000 | 0.418 | -0.224 | 0.850 | -0.504 | -0.113 | -0.459 | -0.259 | 0.069 | 0.152 | 0.107 | 0.118 | 0.125 | 1.000 |
| Magnitude | 0.034 | 0.041 | -0.039 | -0.229 | 0.418 | 1.000 | 0.029 | -0.002 | -0.355 | -0.081 | -0.137 | 0.074 | 0.020 | 0.079 | 0.335 | 0.018 | 0.345 | 0.096 |
| Magnitude Error | -0.216 | -0.106 | -0.177 | 0.175 | -0.224 | 0.029 | 1.000 | -0.710 | 0.355 | 0.022 | 0.286 | 0.038 | 0.611 | 0.438 | 0.464 | 0.315 | 0.464 | 1.000 |
| Magnitude Seismic Stations | 0.309 | 0.130 | 0.062 | -0.020 | 0.850 | -0.002 | -0.710 | 1.000 | -0.456 | 0.246 | 0.365 | -0.271 | 0.198 | 0.085 | 0.000 | 0.053 | 0.000 | 1.000 |
| Azimuthal Gap | -0.043 | -0.223 | -0.234 | 0.155 | -0.504 | -0.355 | 0.355 | -0.456 | 1.000 | -0.115 | -0.025 | 0.099 | 0.533 | 0.302 | 0.273 | 0.252 | 0.263 | 1.000 |
| Horizontal Distance | -0.346 | 0.005 | -0.125 | -0.048 | -0.113 | -0.081 | 0.022 | 0.246 | -0.115 | 1.000 | 0.665 | 0.027 | 0.000 | 0.110 | 0.000 | 0.000 | 0.076 | 1.000 |
| Horizontal Error | -0.378 | 0.022 | 0.012 | 0.154 | -0.459 | -0.137 | 0.286 | 0.365 | -0.025 | 0.665 | 1.000 | 0.088 | 0.924 | 0.407 | 0.468 | 0.462 | 0.496 | 1.000 |
| Root Mean Square | -0.189 | -0.043 | -0.120 | 0.164 | -0.259 | 0.074 | 0.038 | -0.271 | 0.099 | 0.027 | 0.088 | 1.000 | 0.076 | 0.252 | 0.329 | 0.362 | 0.238 | 1.000 |
| Type | 0.125 | 0.120 | 0.017 | 0.583 | 0.069 | 0.020 | 0.611 | 0.198 | 0.533 | 0.000 | 0.924 | 0.076 | 1.000 | 0.121 | 0.063 | 0.050 | 0.077 | 0.029 |
| Magnitude Type | 0.055 | 0.100 | 0.056 | 0.193 | 0.152 | 0.079 | 0.438 | 0.085 | 0.302 | 0.110 | 0.407 | 0.252 | 0.121 | 1.000 | 0.459 | 0.461 | 0.592 | 0.492 |
| Source | 0.079 | 0.127 | 0.030 | 0.288 | 0.107 | 0.335 | 0.464 | 0.000 | 0.273 | 0.000 | 0.468 | 0.329 | 0.063 | 0.459 | 1.000 | 0.902 | 0.872 | 1.000 |
| Location Source | 0.138 | 0.180 | 0.000 | 0.285 | 0.118 | 0.018 | 0.315 | 0.053 | 0.252 | 0.000 | 0.462 | 0.362 | 0.050 | 0.461 | 0.902 | 1.000 | 0.616 | 0.999 |
| Magnitude Source | 0.077 | 0.107 | 0.000 | 0.296 | 0.125 | 0.345 | 0.464 | 0.000 | 0.263 | 0.076 | 0.496 | 0.238 | 0.077 | 0.592 | 0.872 | 0.616 | 1.000 | 0.988 |
| Status | 0.105 | 0.062 | 0.017 | 1.000 | 1.000 | 0.096 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.029 | 0.492 | 1.000 | 0.999 | 0.988 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Date | Time | Latitude | Longitude | Type | Depth | Depth Error | Depth Seismic Stations | Magnitude | Magnitude Type | Magnitude Error | Magnitude Seismic Stations | Azimuthal Gap | Horizontal Distance | Horizontal Error | Root Mean Square | ID | Source | Location Source | Magnitude Source | Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 01/02/1965 | 13:44:18 | 19.246 | 145.616 | Earthquake | 131.6 | NaN | NaN | 6.0 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM860706 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| 1 | 01/04/1965 | 11:29:49 | 1.863 | 127.352 | Earthquake | 80.0 | NaN | NaN | 5.8 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM860737 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| 2 | 01/05/1965 | 18:05:58 | -20.579 | -173.972 | Earthquake | 20.0 | NaN | NaN | 6.2 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM860762 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| 3 | 01/08/1965 | 18:49:43 | -59.076 | -23.557 | Earthquake | 15.0 | NaN | NaN | 5.8 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM860856 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| 4 | 01/09/1965 | 13:32:50 | 11.938 | 126.427 | Earthquake | 15.0 | NaN | NaN | 5.8 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM860890 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| 5 | 01/10/1965 | 13:36:32 | -13.405 | 166.629 | Earthquake | 35.0 | NaN | NaN | 6.7 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM860922 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| 6 | 01/12/1965 | 13:32:25 | 27.357 | 87.867 | Earthquake | 20.0 | NaN | NaN | 5.9 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM861007 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| 7 | 01/15/1965 | 23:17:42 | -13.309 | 166.212 | Earthquake | 35.0 | NaN | NaN | 6.0 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM861111 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| 8 | 01/16/1965 | 11:32:37 | -56.452 | -27.043 | Earthquake | 95.0 | NaN | NaN | 6.0 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEMSUP861125 | ISCGEMSUP | ISCGEM | ISCGEM | Automatic |
| 9 | 01/17/1965 | 10:43:17 | -24.563 | 178.487 | Earthquake | 565.0 | NaN | NaN | 5.8 | MW | NaN | NaN | NaN | NaN | NaN | NaN | ISCGEM861148 | ISCGEM | ISCGEM | ISCGEM | Automatic |
| Date | Time | Latitude | Longitude | Type | Depth | Depth Error | Depth Seismic Stations | Magnitude | Magnitude Type | Magnitude Error | Magnitude Seismic Stations | Azimuthal Gap | Horizontal Distance | Horizontal Error | Root Mean Square | ID | Source | Location Source | Magnitude Source | Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23402 | 12/24/2016 | 03:58:55 | -5.1460 | 153.5166 | Earthquake | 30.00 | 1.8 | NaN | 5.8 | MWW | NaN | NaN | 14.00 | 1.648 | 7.0 | 0.8500 | US10007MFP | US | US | US | Reviewed |
| 23403 | 12/25/2016 | 14:22:27 | -43.4029 | -73.9395 | Earthquake | 38.00 | 1.9 | NaN | 7.6 | MWW | NaN | NaN | 29.00 | 0.351 | 6.8 | 0.8000 | US10007MN3 | US | US | US | Reviewed |
| 23404 | 12/25/2016 | 14:32:13 | -43.4810 | -74.4771 | Earthquake | 14.93 | 3.3 | NaN | 5.6 | MB | 0.067 | 83.0 | 96.00 | 0.697 | 7.1 | 0.5200 | US10007MNB | US | US | US | Reviewed |
| 23405 | 12/27/2016 | 23:20:56 | 45.7192 | 26.5230 | Earthquake | 97.00 | 1.8 | NaN | 5.6 | MWW | NaN | NaN | 14.00 | 0.465 | 5.1 | 0.7800 | US10007N3R | US | US | US | Reviewed |
| 23406 | 12/28/2016 | 08:18:01 | 38.3754 | -118.8977 | Earthquake | 10.80 | 1.3 | 34.0 | 5.6 | ML | 0.350 | 20.0 | 35.86 | 0.132 | NaN | 0.1988 | NN00570709 | NN | NN | NN | Reviewed |
| 23407 | 12/28/2016 | 08:22:12 | 38.3917 | -118.8941 | Earthquake | 12.30 | 1.2 | 40.0 | 5.6 | ML | 0.320 | 18.0 | 42.47 | 0.120 | NaN | 0.1898 | NN00570710 | NN | NN | NN | Reviewed |
| 23408 | 12/28/2016 | 09:13:47 | 38.3777 | -118.8957 | Earthquake | 8.80 | 2.0 | 33.0 | 5.5 | ML | 0.260 | 18.0 | 48.58 | 0.129 | NaN | 0.2187 | NN00570744 | NN | NN | NN | Reviewed |
| 23409 | 12/28/2016 | 12:38:51 | 36.9179 | 140.4262 | Earthquake | 10.00 | 1.8 | NaN | 5.9 | MWW | NaN | NaN | 91.00 | 0.992 | 4.8 | 1.5200 | US10007NAF | US | US | US | Reviewed |
| 23410 | 12/29/2016 | 22:30:19 | -9.0283 | 118.6639 | Earthquake | 79.00 | 1.8 | NaN | 6.3 | MWW | NaN | NaN | 26.00 | 3.553 | 6.0 | 1.4300 | US10007NL0 | US | US | US | Reviewed |
| 23411 | 12/30/2016 | 20:08:28 | 37.3973 | 141.4103 | Earthquake | 11.94 | 2.2 | NaN | 5.5 | MB | 0.029 | 428.0 | 97.00 | 0.681 | 4.5 | 0.9100 | US10007NTD | US | US | US | Reviewed |